MiDaS v3_1 and DiscoDiffusion

This page summarizes the projects mentioned and recommended in the original post on /r/DiscoDiffusion

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  • MiDaS

    Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

  • The problem came up after MiDaS updated to version V3_1 on Dec 24th. Although the fix works fine, with the new version there are many changes, which for me produces slightly different results. I would like to able to produce results like before. I still clone the MiDaS repo, but then set it back to the last commit before the changes in december, which is 66882994a432727317267145dc3c2e47ec78c38a.

  • DPT

    Dense Prediction Transformers

  • I also commented out downloading the model, just to be sure and provided an older copy later on. However looking at the repo, there has been no update to the model.

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    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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